首页|基于5G的500kV及以上输电线路运维检修智能化系统设计

基于5G的500kV及以上输电线路运维检修智能化系统设计

Design of an Intelligent System for Maintenance and Repair of 500 kV and Above Transmission Lines Based on 5G

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随着特高压输电线路的广泛应用,其运维检修面临诸多挑战.设计一种基于5G的500 kV及以上输电线路运维检修智能化系统,包括多源数据采集模块、5G通信传输模块、数据智能分析模块以及检修决策优化模块.该系统利用5G的高速率、低时延特性,结合深度学习和强化学习算法,实现了输电线路的全方位监测、精准故障诊断以及智能检修决策.实验结果表明,该系统在数据传输效率、故障诊断准确率以及检修成本优化等方面均显著优于传统系统.
With the widespread application of ultra-high voltage transmission lines,their operation and maintenance face many challenges.Design an intelligent system for the operation and maintenance of 500 kV and above transmission lines based on 5G,including multi-source data acquisition module,5G communication transmission module,data intelligent analysis module,and maintenance decision optimization module.The system utilizes the high-speed and low latency characteristics of 5G,combined with deep learning and reinforcement learning algorithms,to achieve comprehensive monitoring,accurate fault diagnosis,and intelligent maintenance decision-making of transmission lines.The experimental results show that the system is significantly better than traditional systems in terms of data transmission efficiency,fault diagnosis accuracy,and maintenance cost optimization.

5Gtransmission lineintelligent operation and maintenance

康云泽、王玉萍

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国网山西省电力公司超高压输电分公司,山西 太原 030000

5G 输电线路 智能运维

2024

通信电源技术
武汉普天通信设备集团有限公司

通信电源技术

影响因子:0.389
ISSN:1009-3664
年,卷(期):2024.41(23)